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The Musicians Who Play Most Freely Have Submitted Most Completely to the Constraints

From fourteen to nineteen I played guitar every day, and I never once played a note of my own.

I'm not exaggerating. Every song, every riff, every lick came from tablature. Tab is a notational system that tells you exactly where to put your fingers. Which string, which fret, in what sequence. It tells you nothing about what the notes mean. Why this note and not the one beside it. What the interval is doing to the listener. What the phrase is saying.

I was cloning. Not badly. I could get through Joe Satriani solos, Kirk Hammett riffs, the Randy Rhoads runs that still sound impossible to me even now. I was technically executing. But there was nothing of mine in any of it.

At nineteen I sold the guitar. Sports career. Day job. Life. The way things go.

In 2023 I bought a guitar again. I'd missed the instrument. Not the tab, not the cloning, but the sound of it, the physical reality of it under my hands. I knew immediately that I wanted to do it differently this time. Not just differently. Completely differently.

I wanted my own DNA on the instrument.

I've been working on that for two years now. I understand intervals. I understand how a key is structured: the I, ii, iii, IV, V, vi, vii, back to I. I can move through the CAGED system, finding chord shapes across the neck, connecting them to the pentatonic scales. I'm learning songs by ear now, which is happening faster than I expected. I'm starting to play over jam tracks.

Modes still don't make sense to me. Jazz and Blues, which are the genres I love more than almost any other music, I can hear but cannot play within. Not yet.

I'm in the middle of something. And I didn't understand what that something was until I spent a week reading the academic literature on jazz improvisation and encountered a description of my own guitar journey more precise than anything I'd managed to put into words myself.

Here's the question I've been sitting with through all of it:

Why did five years of tablature leave me with the ability to execute other people's music but no voice of my own, and why is two years of theory producing something that feels, for the first time, like it might actually be mine?


The answer most people give to this is obvious: tablature is imitation. Theory is understanding. Once you understand music, you can create it.

This is not wrong. But it's not quite right either, and the part where it's not right is the part that matters most.

The tablature player is not just imitating. They're operating in the wrong perceptual mode. Tab is a spatial map of the fretboard. It tells your fingers where to go. Your attention is on positions. Fret numbers, string numbers, the geometry of the pattern. The music exists in the tab, not in your ear. You are navigating a visual representation.

What I'm doing now, working through the CAGED system, learning the intervals, starting to hear songs by ear, is something different. Not just more information about music. A different relationship to the instrument. My attention is beginning to shift from positions to sounds. From where my fingers go to what my fingers are looking for.

That shift is enormous. And I only understood its full significance after reading a 2017 paper by a music theorist named Stefan Caris Love.


Love's paper is called "An Ecological Description of Jazz Improvisation." Its central move is to contrast two models of what a jazz musician is doing when they improvise.

The first model, the one every beginner assumes, is that the improviser has a library of patterns: scales, licks, phrases, chord vocabularies. When the music calls for a response, the improviser retrieves the appropriate pattern and executes it. The chord changes are the prompt. The stored vocabulary is the answer.

This is tab thinking applied to improvisation. The music is a sequence of positions to navigate. The expert has more patterns than the beginner. Mastery is a bigger library, accessed faster.

The second model is what Love proposes. The improviser is not retrieving patterns. They are navigating a landscape.

The chord changes, the metrical structure, the tradition of jazz. These are not a prompt to be answered. They are an environment. A terrain with its own topography. And the skilled improviser moves through that terrain by perceiving, directly and in real time, what the terrain affords.

James Gibson spent his career developing the concept of affordances: possibilities for action that exist in the relationship between an organism and its environment. Not in the organism alone. Not in the environment alone. In the coupling between them.

When I was playing tab, I was navigating a map. The map existed in the notation. The music was a sequence of positions to move through.

When I learn a song by ear now, something different is happening. I'm listening for what the notes want to do. Where the phrase is going. What the interval feels like relative to the root. I'm beginning to perceive, dimly, imprecisely, with a lot of wrong turns, not the positions of the notes but the affordances they offer.

This is not a small upgrade. It is a completely different perceptual mode.


There is a sociologist named David Sudnow who spent the early 1970s learning jazz piano and wrote a book about it.

I read it last week and felt the specific vertigo of encountering a precise description of something you've been living without language for.

When Sudnow started, the keyboard was a visual object. He learned positions. Intervals expressed as distances. The geometry of chord shapes. He was navigating a map. Not unlike how I navigated the fretboard for five years with tab.

The transformation came gradually. And he describes it this way: after years of practice, sound seemed to "creep up into the fingers."

He stopped attending to positions. He started attending to sounds. He stopped moving his hands toward specific locations and started moving his hands toward specific sounds. Toward what he calls "sounding spots." Locations on the keyboard that a particular musical moment was calling him toward. Not targets. Invitations.

This is what I'm beginning to feel when I learn by ear. Not consistently. Not reliably. But sometimes, reaching for a note that I hear in my head before I find it on the fretboard, something very close to what Sudnow is describing. The instrument stops being a grid of positions and begins being a field of sonic possibilities.

The tab player navigates a map. The ear player navigates a landscape.

One is faster to start. The other is where music actually lives.


Here's what this means for the question of constraint, and I want to say it precisely because the intuitive version of this idea is exactly backwards.

The intuition says: tablature is constraints. Learning theory is constraints. The chord changes of a jazz standard are constraints. And you suffer through the constraints until you've accumulated enough to finally play freely.

Constraints as a temporary cage. Freedom as what comes after.

This is wrong in a way that matters.

The chord changes in jazz are not the prison. They are the landscape. They create the harmonic terrain within which musical affordances become visible. Without chord changes, there is no terrain to navigate. No harmonic environment that makes certain notes feel like resolution and others like tension. No musical meaning at all.

Remove the constraint and you don't get more freedom. You get formlessness. An empty field with nothing to navigate.

Joe Satriani didn't develop one of the most distinctive voices in rock guitar by escaping constraints. He submitted completely to the constraints of music theory, of technique, of the guitar's physical vocabulary, of melodic phrasing, until those constraints became so internalized they were invisible. Until he was no longer thinking about where to put his fingers. He was hearing sounds and moving toward them.

Randy Rhoads was studying classical guitar theory while playing in Ozzy Osbourne's band. The classical discipline wasn't at war with the rock playing. It was what made the rock playing possible. What gave his phrases their architectural precision, what made his solos feel like complete thoughts rather than pattern sequences.

Steve Vai has a music theory degree from Berklee. He transcribed Frank Zappa's impossibly complex compositions by ear before he was twenty. The constraints were not the cage. They were the education.

What I spent five years avoiding with tab, the actual structure of music, how it works, what makes one note feel different from another, was not the prison I thought it was. It was the vocabulary I was never building.

Freedom is not after the constraints.

Freedom is what happens when the constraints become your vocabulary.


Here's where I have to be honest about where I am, because I think the honesty is the point.

I love jazz. I have loved it since I first really heard Miles Davis. The way a phrase opens into space, the way the silence is as deliberate as the notes. There is no other music that sounds to me like pure ecological intelligence. Like someone perceiving, in real time, exactly what the moment affords and responding with their whole body.

I cannot play within it. Not yet.

I understand the chord changes intellectually. I can name them. I can find the notes that belong to each chord on the fretboard. But I cannot hear them the way a jazz musician hears them. As an environment that's speaking, offering, pulling toward certain responses and away from others. The changes are still a map to me. Not a landscape.

This is not a failure. This is precisely where someone is when the vocabulary is still being built.

There's a neuroscience paper from 2025 that I've thought about every day since I read it. Researchers put sixteen skilled jazz pianists in an fMRI and had them play a jazz standard under three conditions: play the melody from memory, improvise on the melody, and freely improvise over only the chord changes.

The freest condition, full improvisation, only the chord changes as structure, produced the highest activation of the brain's executive control and planning networks.

The musicians improvising most freely were doing the most cognitive work. Not less. More.

Because free improvisation doesn't bypass structure. It generates structure, in real time, from the inside. The musician constructs the harmonic narrative, the phrase architecture, the through-line of the solo as they go. They build the constraint landscape of their own playing moment to moment.

That's not what someone does with a big library of patterns. That's what someone does when the chord changes have become vocabulary. When the harmonic environment is no longer a map to read but a landscape to navigate.

I'm not there. Miles Davis was there. Coltrane was there. Satriani is there in his own idiom.

The difference is not talent. It is the depth of coupling. The accumulated history of navigating the environment until it stops being external and starts being transparent.


Nikolai Bernstein described movement this way in the 1930s: repetition without repetition. No two executions are identical. Every phrase is assembled fresh from the conditions of that moment. The previous note, the sonic context, the emotional current of the performance. The body isn't running a stored program. It's solving a problem, every single time, from slightly different initial conditions.

This is what I hear when I hear great jazz guitar. It's what I hear when I hear Satriani at his best. Not patterns executing, but solutions arriving. Each phrase an answer to a question posed by the previous one.

This is what I'm trying to build, two years in, with the CAGED system and the intervals and the songs I'm learning by ear. Not a bigger library. A more sensitive instrument of perception.

The tablature gave me positions. The theory is starting to give me sounds. The ear training is beginning to give me landscape. Somewhere further along, I don't know how far, the landscape becomes transparent, and music is just what I do.

Here's what I didn't understand when I was fourteen, playing tab, cloning Randy Rhoads note for note:

Rhoads wasn't free of the theory. He was fluent in it.

The freedom I heard in his playing, that sense of inevitability, each note the only possible next note, wasn't the sound of someone escaping constraints. It was the sound of constraints so deeply internalized they had become the language he spoke.

I was copying the sentences. I never learned the grammar.

That's what I'm doing now.


The pattern is the same everywhere I look.

Marcus Aurelius wrote in his private journal every day for twenty years. Not toward a published work. Not to accumulate wisdom he could cite later. A daily practice of examining his thinking, applying the Stoic framework to everything he encountered, submitting to a discipline of attention that eventually became indistinguishable from his natural orientation.

He wasn't following rules. He was navigating the world through Stoic perception. The constraints had become vocabulary.

Epictetus understood this before Aurelius. A slave in Rome, literally owned, with no external freedom at all, who became the most read philosopher of his era. What he taught, and what he lived, is that freedom is not the absence of constraint. It is the authorship of your relationship to constraint. The person who chooses their constraint and submits to it until it becomes their perception is free in a way that no external liberator can produce.

The chord changes don't limit the jazz musician.

The tab limited me. Because tab is a borrowed constraint. Someone else's map of someone else's music. It gives you positions, not perception. It gives you execution, not vocabulary.

Theory is different. Theory is the structure of music itself. The intervals, the chord functions, the relationships between notes. These are not rules someone invented. They're the grammar of the harmonic environment. Learning them is not taking on someone else's map. It's developing the perceptual equipment to navigate the terrain.

And the terrain, once navigated enough times, stops being a terrain you're moving through. It becomes the way you hear.


Here's where I am.

I can find my way around the CAGED system. I can connect chord shapes to scale shapes. I'm starting to learn songs by ear, and it's happening faster than I thought it would. Which means the perceptual system is coming online. Something is calibrating.

Modes still don't make sense. Jazz is still a landscape I can hear but not enter. The chord changes are still walls.

But walls are not permanent features of reality. Walls are what you see when you haven't yet developed the perception to see what they afford.

Sudnow sat at the keyboard for years before sound crept up into his fingers. He navigated positions for years before he started navigating sounds. He didn't skip that phase. He couldn't. The perceptual transformation required the accumulated navigation. There's no shortcut.

I'm in the phase. Working through it. Building vocabulary I can't fully use yet.

The jazz I love, Miles, Coltrane, Wes Montgomery, is on the other side of this. Not because it's beyond constraint. Because the constraint has become so completely internalized that the musician is doing something that looks, from the outside, like pure instinct.

It isn't instinct.

It's fluency.

And fluency, in any language, is what happens when the grammar disappears into your body and you start speaking.


I don't have a prescription for this. Prescriptions are tab. Someone else's map of where to put your fingers.

What I have is the question I'm sitting with every time I pick up the guitar:

Am I navigating a map, or am I learning to read a landscape?

And underneath that: what would it feel like when the chord changes stopped being walls, when they started being the environment through which I finally heard what I was trying to say?

I don't know the answer yet.

But I know it doesn't come from avoiding the constraints.

It comes from going so deeply into them that they become your vocabulary.

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